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Evolved Algorithm and Vibration Stability for Nonlinear Disturbed Security Systems

Tcw Chen1, Wray Marriott2, Ann Nicholson3, Tim Chen4, Mars Kmieckowiak5, Jcy Chen6,*
1 Department of Electrical and Computer Engineering, North South University, Dhaka-1229, Bagladesh.
2 Department of Data Science, Monash University, Melbourne, Victoria, Australia.
3 Dyson School of Design Engineering, Imperial College London, South Kensington Campus London SW7 2AZ, UK.
4 Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia.
5 Faculty of Mathematics and Natural Sciences, Albertus-Magnus-Platz, 50923 Köln, German.
6 Industrial Technology Research Institute, 31057 Hsinchu, Taiwan; Department of Artificial Intelligence, University of Maryland, Maryland 20742, USA.
* Corresponding Author: Jcy Chen. Email: jc343965@gmail.com.

Sound & Vibration 2019, 53(2), 29-37. https://doi.org/10.32604/sv.2019.04224

Abstract

In this paper, a method sustaining system stability after decomposition is proposed. Based on the stability criterion derived from the energy function, a set of intelligent controllers is synthesized which is used to maintain the stability of the system. The sustainable stability problem can be reformulated as a Linear Matrix Inequalities (LMI) problem. The key to guaranteeing the stability of the system as a whole is to find a common symmetrically positive definite matrix for all subsystems. Furthermore, the Evolved Bat Algorithm (EBA) is employed to replace the pole assignment method and the conventional mathematical methods for solving the LMI. The EBA is utilized to find feasible solutions in terms of the energy equation. The experimental results show that the EBA is capable of providing proper solutions, which satisfy the sustainability and stability criteria, after a short period of recursive computing.

Keywords

Fuzzy energy equation; swarm intelligence; evolved bat algorithm

Cite This Article

Chen, T., Marriott, W., Nicholson, A., Chen, T., Kmieckowiak, M. et al. (2019). Evolved Algorithm and Vibration Stability for Nonlinear Disturbed Security Systems. Sound & Vibration, 53(2), 29–37.



This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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